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Papers Benchmarks Datasets Tasks

Text-to-SQL generation research benchmarks · SOTA2 Research

Text-to-SQL generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Robustness perturbations

85.9Mean Robustness Weighted Average Score

6

Jun 19, 2026

90.6Result Match (%)

6

Jun 19, 2026

40Overall Match Accuracy

6

Jun 19, 2026

95.4Result Match

6

Jun 19, 2026

BIRD 96 questions (subset)

Schema-First Retrieval

93.8Execution Accuracy

2

Jun 30, 2026

Popular datasets

Pascal VOC BIRD OOD Robustness Fresh

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